MW Traunmueller, N Johnson, A Malik… - … Environment and Urban …, 2018 - Elsevier
… that WiFi probe data can be used to analyze outdoor mobility and human trajectories in a large … We use a dataset of WiFi probe requests collected by 54 public-access WiFi APs over the …
TH Chen, SI Sou, Y Lee - 2019 IEEE Intl Conf on Dependable …, 2019 - ieeexplore.ieee.org
… , the massive amount of transmitted wireless signals left behind by the users provides a … information regarding humanmobility. Furthermore, WiFi and Bluetooth wireless signal strength …
FJ Wu, G Solmaz - 2016 IEEE 3rd World Forum on Internet of …, 2016 - ieeexplore.ieee.org
… We consider using Wi-Fisignals to detect certain humanmobility behaviors such as stationary, walking, or running. The main objective is to successfully detect these behaviors for the …
… signals, lending additional credence to our methodology. We further compare cell tower results to those from WiFi-… that the finer spatial resolution of WiFi also results in reported entropy …
Y Zhou, BPL Lau, C Yuen, B Tunçer… - IEEE Communications …, 2018 - ieeexplore.ieee.org
… analyze and the mobility subjects they study. Despite many sources of humanmobility data, we … The communication range of WiFi technology is between 35 and 100 m [6]. Therefore, …
… , humanmobility and radio signal levels. … signal strength data based on energy-efficient GPS tracking, which allows one to perform the measurements of humanmobility and radio signal …
… To extract meaningful places and infer informative mobility patterns, we preprocessed both CDR and WiFi datasets. In cellular networks we filtered out users whose traces were too short …
T Xin, B Guo, Z Wang, P Wang, Z Yu - Journal of Ambient Intelligence and …, 2018 - Springer
… We have reported our preliminary efforts on human detection and human identification with Wi-Fisignals in this work. In this section, we discuss several limitations and opportunities to …
… and recording a multitude of human behaviors. Humanmobility patterns are a prominent … on cell phone towers, Bluetooth beacons, and WiFi networks as proxies for location. While …